Artificial Bee Colony Algorithm with Sharing Factor
Hui Wang · Jisuanji gongcheng · 2011
In order to overcome the problem of premature convergence frequently appeared in Artificial Bee Colony(ABC) algorithm and convergence slowly of ABC,this paper proposes an improved ABC algorithm with sharing factor.In the algorithm,the information is shared by individual and its neighbor changing dynamic according to the search process.The shared information is weakened to avoid bee colony fly across the region where global solution stays at the initial stage and enhances at the last stage to improve the global convergence of the bee colony.Functional test result shows that this algorithm has higher convergence property,and it is suitable for solving complex function optimization problem.